Welcome to the causal-jobs tracking app!¶

Automatically generated in: 2022-10-05

This is the latest weekly report containing, as always, information on the status of causal inference in the European job market. It is based on accumulated information starting early May 2022. Latest vacancies, the rate of relevant job postings, geographical distribution, most "causal" companies and countries alike can be found here.


Disclaimer: This report is automatically created by acessing daily job alert emails and retrieving the relevant information through an ETL pipeline. There are days when the number of new job postings exceeds a threshold, and not every causal-job is contained in the email this app feeds on. As a result, some causal-job might never make it into the pipeline, meaning that the database I have created is by no means complete. However, this doesn't happen too often, and info listed in the report can serve as a solid indication on the status of causal inference in the European job market.

Code can be found at https://github.com/ggiannarakis/causal-jobs

1. Fresh from the causal oven¶


a) What are the latest (past week) jobs?¶

(not necessarily "new": could have also been re-posted in the recent past)

job_title company_name job_location email_date
Senior Customer Segmentation & Targeting Analyst (all genders) Zalando Berlin 2022-09-27
Data Science Engineering Manager Bolt Tallinn 2022-09-27
Data Scientist, AWS Lablet Amazon Web Services (AWS) Tübingen 2022-09-27
Project Statistician Eli Lilly and Company Cork 2022-09-27
Senior Applied Scientist Zalando Berlin 2022-09-27
Senior Customer Data Analyst, Customer Segmentation and Targeting (all genders) Zalando Berlin 2022-09-27
Data Scientist | Portugal QuintoAndar Portugal 2022-10-03
Pricing Analytics Manager Celonis Madrid 2022-10-03
Data Science Sr Analyst PepsiCo Barcelona 2022-10-03
Data Scientist Stellantis Śląskie, Poland 2022-10-03
Project Statistician Eli Lilly and Company Cork 2022-10-03

b) New kids on the block?¶

are there any of the above companies listing "causal inference" in their vacancy for the first time?*

*Since May 12, 2022

Yes! Welcome {'Eli Lilly and Company'} to the causal revolution!

2. Retrospective analysis¶


a) How many causal-jobs did appear in each email?¶


b) As of today, what is the total number of distinct causal-jobs since May 12, 2022?¶

*a distinct causal-job is defined as a unique job title - company name pair

There are 189 unique causal jobs detected so far throughout the EU

c) What are the most causal EU countries?¶


d) And what about the most causal companies?¶

top 5 companies in terms of distinct causal jobs published